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Charles R. G. Guttmann
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2020 – today
- 2022
- [j19]Emil Svoboda
, Tomás Boril, Jan Rusz
Assessing clinical utility of machine learning and artificial intelligence approaches to analyze speech recordings in multiple sclerosis: A pilot study. Comput. Biol. Medicine 148: 105853 (2022) - 2021
- [i3]Emil Svoboda, Tomás Boril, Jan Rusz, Tereza Tykalová, Dana Horáková, Charles R. G. Guttmann, Krastan B. Blagoev, Hiroto Hatabu, Vlad I. Valtchinov:
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study. CoRR abs/2109.09844 (2021)
2010 – 2019
- 2017
- [c16]Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. MICCAI (3) 2017: 516-524 - [c15]Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova
Large deep neural networks for MS lesion segmentation. Medical Imaging: Image Processing 2017: 101330F - [i2]Mohsen Ghafoorian, Alireza Mehrtash, Tina Kapur, Nico Karssemeijer, Elena Marchiori, Mehran Pesteie, Charles R. G. Guttmann, Frank-Erik de Leeuw, Clare M. Tempany, Bram van Ginneken, Andriy Fedorov, Purang Abolmaesumi, Bram Platel, William M. Wells III:
Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation. CoRR abs/1702.07841 (2017) - [i1]Tristan Glatard, Gregory Kiar, Tristan Aumentado-Armstrong, Natacha Beck, Pierre Bellec, Rémi Bernard, Axel Bonnet, Sorina Camarasu-Pop, Frédéric Cervenansky, Samir Das, Rafael Ferreira da Silva, Guillaume Flandin, Pascal Girard, Krzysztof J. Gorgolewski, Charles R. G. Guttmann, Valérie Hayot-Sasson, Pierre-Olivier Quirion, Pierre Rioux, Marc-Etienne Rousseau, Alan C. Evans:
Boutiques: a flexible framework for automated application integration in computing platforms. CoRR abs/1711.09713 (2017) - 2016
- [c14]Simon Mure, Thomas Grenier
Unsupervised time-series clustering of distorted and asynchronous temporal patterns. ICASSP 2016: 1263-1267 - [c13]Simon Mure, Thomas Grenier
Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series. ISBI 2016: 1315-1319 - 2015
- [j18]Alicia S. Chua
Using multiple imputation to efficiently correct cerebral MRI whole brain lesion and atrophy data in patients with multiple sclerosis. NeuroImage 119: 81-88 (2015) - [j17]Simon Mure, Thomas Grenier
Unsupervised spatio-temporal filtering of image sequences. A mean-shift specification. Pattern Recognit. Lett. 68: 48-55 (2015) - 2011
- [j16]Federico Torelli, Nicola Moscufo, Girolamo Garreffa, Fabio Placidi
Cognitive profile and brain morphological changes in obstructive sleep apnea. NeuroImage 54(2): 787-793 (2011) - 2010
- [j15]Jeffrey Dewey, George Hana, Troy Russell, Jared Price, Daniel McCaffrey, Jaroslaw Harezlak
Reliability and validity of MRI-based automated volumetry software relative to auto-assisted manual measurement of subcortical structures in HIV-infected patients from a multisite study. NeuroImage 51(4): 1334-1344 (2010) - [j14]Mehul P. Sampat, Brian C. Healy, Dominik S. Meier, Elisa Dell'Oglio, Maria Liguori
Disease modeling in multiple sclerosis: Assessment and quantification of sources of variability in brain parenchymal fraction measurements. NeuroImage 52(4): 1367-1373 (2010)
2000 – 2009
- 2009
- [j13]Mohit Neema, Daniel Goldberg-Zimring, Zachary D. Guss, Brian C. Healy, Charles R. G. Guttmann
3 T MRI relaxometry detects T2 prolongation in the cerebral normal-appearing white matter in multiple sclerosis. NeuroImage 46(3): 633-641 (2009) - 2007
- [j12]Julien Milles, Yue Min Zhu
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Comput. Medical Imaging Graph. 31(2): 81-90 (2007) - [j11]Mark A. Horsfield
Incorporating Domain Knowledge Into the Fuzzy Connectedness Framework: Application to Brain Lesion Volume Estimation in Multiple Sclerosis. IEEE Trans. Medical Imaging 26(12): 1670-1680 (2007) - 2006
- [j10]Dominik S. Meier, Charles R. G. Guttmann
MRI time series modeling of MS lesion development. NeuroImage 32(2): 531-537 (2006) - [j9]Ying Wu, Simon K. Warfield
Automated segmentation of multiple sclerosis lesion subtypes with multichannel MRI. NeuroImage 32(3): 1205-1215 (2006) - [j8]Julien Milles, Yue Min Zhu
Computation of Transmitted and Received B1 Fields in Magnetic Resonance Imaging. IEEE Trans. Biomed. Eng. 53(5): 885-895 (2006) - 2004
- [j7]Xingchang Wei, Seung-Schik Yoo, Chandlee C. Dickey, Kelly H. Zou, Charles R. G. Guttmann
Functional MRI of auditory verbal working memory: long-term reproducibility analysis. NeuroImage 21(3): 1000-1008 (2004) - [j6]Dorota Kozinska, Christopher M. Holland, Karl Krissian, Carl-Fredrik Westin, Charles R. G. Guttmann
A method for the analysis of the geometrical relationship between white matter pathology and the vascular architecture of the brain. NeuroImage 22(4): 1671-1678 (2004) - [c12]Julien Milles, Yue Min Zhu
MRI intensity nonuniformity correction using simultaneously spatial and gray-level histogram information. Medical Imaging: Image Processing 2004 - 2003
- [j5]Nankuei Chen
Selection of voxel size and slice orientation for fMRI in the presence of susceptibility field gradients: application to imaging of the amygdala. NeuroImage 19(3): 817-825 (2003) - [j4]Dominik S. Meier, Charles R. G. Guttmann
Time-series analysis of MRI intensity patterns in multiple sclerosis. NeuroImage 20(2): 1193-1209 (2003) - [j3]Nan-kuei Chen
Functional MRI with variable echo time acquisition. NeuroImage 20(4): 2062-2070 (2003) - [c11]Julien Milles, Yue Min Zhu, Nankuei Chen, Lawrence P. Panych, Gérard Gimenez, Charles R. G. Guttmann:
Computation of transmitted and received B1 fields in magnetic resonance imaging. CARS 2003: 1323 - [c10]Ion-Florin Talos, Lauren O'Donnell
Diffusion Tensor and Functional MRI Fusion with Anatomical MRI for Image-Guided Neurosurgery. MICCAI (1) 2003: 407-415 - [c9]Wendy Plesniak, Michael Halle, Steven D. Pieper, William M. Wells III, Marianna Jakab, Dominik S. Meier, Stephen A. Benton, Charles R. G. Guttmann, Ron Kikinis:
Holographic Video Display of Time-Series Volumetric Medical Data. IEEE Visualization 2003: 589-596 - 2002
- [c8]Alexandre Guimond, Charles R. G. Guttmann, Simon K. Warfield
Deformable registration of DT-MRI data based on transformation invariant tensor characteristics. ISBI 2002: 761-764 - [c7]Alexandre Guimond, Svetlana Egorova
Automatic Statistical Identification of Neuroanatomical Abnormalities between Different Populations. MICCAI (1) 2002: 785-792 - 2001
- [j2]Seung-Schik Yoo, Charles R. G. Guttmann
Multiresolution Data Acquisition and Detection in Functional MRI. NeuroImage 14(6): 1476-1485 (2001) - [c6]Jan Rexilius, Simon K. Warfield, Charles R. G. Guttmann, X. Wei, R. Benson, L. Wolfson, Martha Elizabeth Shenton, Heinz Handels
A Novel Nonrigid Registration Algorithm and Applications. MICCAI 2001: 923-931 - [c5]Chahin Pachai, Yue Min Zhu
Unsupervised and Adaptive Segmentation of Multispectral 3D Magnetic Resonance Images of Human Brain: A Generic Approach. MICCAI 2001: 1067-1074 - 2000
- [j1]Guido Gerig, Daniel Welti, Charles R. G. Guttmann
Exploring the discrimination power of the time domain for segmentation and characterization of active lesions in serial MR data. Medical Image Anal. 4(1): 31-42 (2000)
1990 – 1999
- 1999
- [c4]Simon K. Warfield, Carl-Fredrik Westin, Charles R. G. Guttmann, Marilyn S. Albert, Ferenc A. Jolesz, Ron Kikinis:
Fractional Segmentation of White Matter. MICCAI 1999: 62-71 - [c3]Matthieu Ferrant, Simon K. Warfield, Charles R. G. Guttmann, Robert V. Mulkern, Ferenc A. Jolesz, Ron Kikinis:
3D Image Matching Using a Finite Element Based Elastic Deformation Model. MICCAI 1999: 202-209 - 1998
- [c2]Guido Gerig, Daniel Welti, Charles R. G. Guttmann, Alan C. F. Colchester, Gábor Székely:
Exploring the Discrimination Power of the Time Domain for Segmentation and Characterization of Lesions in Serial MR Data. MICCAI 1998: 469-480 - [c1]Xavier Pennec
Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. MICCAI 1998: 1107-1114
Coauthor Index
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